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  • Installation
  • Quickstart
  • Use Cases
  • NamedTensor
  • Models
    • Graph
      • BaseGraphModel
      • BaseHiGraphModel
      • GraphLAM
      • HiLAM
      • HiLAMParallel
    • Convolutional
      • DeepLabV3
      • DeepLabV3Plus
      • HalfUNet
      • CustomUNet
      • UNet
    • Vision_Transformer
      • Segformer
      • SwinUNetR
      • UNetRPP
      • ViTClassifier
      • VitEncoder
    • Llm
      • CrossAttentionGPT2
      • GPT2
      • Llama2
      • Llama3
      • Qwen3_5
    • Multimodal_Llm
      • XAttMultiModalLM
      • Fuyu
    • Pangu
      • ArchesWeather
      • PanguWeather
    • Identity
      • IdentityModel
    • Dgmr
      • ContextConditioningStack
      • LatentConditioningStack
      • Discriminator
      • SpatialDiscriminator
      • TemporalDiscriminator
      • Generator
      • Sampler
  • Losses
    • GridCellLoss
    • BaseNet
    • LPIPS
    • LinLayers
    • PerceptualLoss
    • VGG16
    • DiceLoss
    • SoftBCEWithLogitsLoss
    • SoftCrossEntropyLoss
  • Transforms
    • DimensionSubSampler
    • MeanDimensionSubsampler
    • RandomCropWithMinPositivePixels
  • Metrics
    • CSINeighborhood
    • FAR
    • FNR
    • FSS
    • PR_AUC
  • Lightning
    • CLIPLightningModule
    • DGMRLightningModule
    • SegmentationLightningModule
    • MLFlowSaveConfigCallback
    • MLFlowSystemMonitorCallback
    • SaveCLIPVisualEncoderWeights
  • Reference
    • mfai
      • encoding
      • http
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        • callbacks
        • dummy_dataset
        • lightning_modules
          • clip
          • gan_dgmr
          • segmentation
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          • toolbelt
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        • metrics
        • models
          • archesweather
          • base
          • clip
          • deeplabv3
          • dgmr
            • blocks
            • discriminators
            • generators
            • layers
              • attention
              • conv_gru
              • coord_conv
          • half_unet
          • identity
          • llms
            • cross_attention
            • fuyu
            • gpt2
            • llama2
            • llama3
            • lora
            • qwen3_5
          • nlam
            • create_mesh
            • interaction_net
          • pangu
          • resnet
          • segformer
          • swinunetr
          • unet
          • unetrpp
          • utils
          • vit
          • weather_projector
        • namedtensor
        • padding
        • transforms
      • tensorflow
  • About
  • Acknowledgements
  • Contributing
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Models¶

  • Graph
  • Convolutional
  • Vision_Transformer
  • Llm
  • Multimodal_Llm
  • Pangu
  • Identity
  • Dgmr
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